Is Increased Diversity in Genetic Programming Beneficial? An Analysis of Lineage Selection Export

@misc{citeulike:670443, abstract = {This paper presents an analysis of increased diversity in genetic programming. A selection strategy based on genetic lineages is used to increase genetic diversity. A genetic lineage is defined as the path from an individual to individuals which were created from its genetic material. The method is applied to three problem domains: Artificial Ant, Even-5-Parity and symbolic regression of the Binomial-3 function. We examine how increased diversity affects problems differently and draw...}, author = {Burke, Edmund K. and Gustafson, Steven and Kendall, Graham and Krasnogor, Natalio}, citeulike-article-id = {670443}, citeulike-linkout-0 = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.1929}, keywords = {behaviors, causality, crossover, diversity, genetic, genetic-programming, programming, sampling, semantics, structures, subtree}, posted-at = {2006-05-25 20:25:05}, priority = {4}, title = {Is Increased Diversity in Genetic Programming Beneficial? An Analysis of Lineage Selection}, url = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.1929} }

TY - GEN ID - citeulike:670443 L3 - citeulike-article-id:670443 N2 - This paper presents an analysis of increased diversity in genetic programming. A selection strategy based on genetic lineages is used to increase genetic diversity. A genetic lineage is defined as the path from an individual to individuals which were created from its genetic material. The method is applied to three problem domains: Artificial Ant, Even-5-Parity and symbolic regression of the Binomial-3 function. We examine how increased diversity affects problems differently and draw... TI - Is Increased Diversity in Genetic Programming Beneficial? An Analysis of Lineage Selection KW - behaviors KW - causality KW - crossover KW - diversity KW - genetic KW - genetic-programming KW - programming KW - sampling KW - semantics KW - structures KW - subtree AU - Burke, Edmund AU - Gustafson, Steven AU - Kendall, Graham AU - Krasnogor, Natalio UR - http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.1929 ER -